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I always wonder what is the future of analytics? I mean there are tons of tools and technologies out there. I feel like competition is very intense for getting share of the market. Everyone, even small scale companies, wants to collect and analyze all data they can.

At my job I use Hadoop, hive and pig for etl and Tableau, looker for visualization. I still feel a very urge that I should learn spark, dremel, ELK stack and more. What about machine learning? That's whole separate domain from BI. Now-a-days almost all companies are getting foot in door as far as ML goes.

I am concerned if this would leave us with more data and less action.

What can or shall one do in order to take action and bring dollar in house ? I mean you can see revenue declining or project it, but if whole sector (eg advertising ) is crunching on spend what is point of spending thousands on analytics software?